Findings of the Association for Computational Linguistics 2023: all accepted papers
- Global Constraints with Prompting for Zero-Shot Event Argument Classification ↗Zizheng Lin, Hongming Zhang, Yangqiu Song6 citations
- HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis ↗Nafis Tripto, Adaku Uchendu, Thai Le et al.6 citations
- Human-in-the-loop Abstractive Dialogue Summarization ↗Jiaao Chen, Mohan Dodda, Diyi Yang6 citations
- Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions ↗Cuong Hoang, Devendra Sachan, Prashant Mathur et al.6 citations
- Incorporating Graph Information in Transformer-based AMR Parsing ↗Pavlo Vasylenko, Pere Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo et al.6 citations
- Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What's Next? ↗Xiaotian Zhang, Yanjun Zheng, Hang Yan et al.6 citations
- Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term ↗Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong et al.6 citations
- Language Agnostic Multilingual Information Retrieval with Contrastive Learning ↗Xiyang Hu, Xinchi Chen, Peng Qi et al.6 citations
- Language Anisotropic Cross-Lingual Model Editing ↗Yang Xu, Yutai Hou, Wanxiang Che et al.6 citations
- Language Modeling with Latent Situations ↗Belinda Z. Li, Maxwell Nye, Jacob Andreas6 citations
- Lexical Semantics with Large Language Models: A Case Study of English “break” ↗Erika Petersen, Christopher Potts6 citations
- Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables ↗Wenting Zhao, Ye Liu, Yao Wan et al. · IJCNLP-AACL 2023 (Findings6 citations
- MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities ↗Priyanka Kargupta, Tanay Komarlu, Susik Yoon et al.6 citations
- MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension ↗Guoxin Chen, Yiming Qian, Bowen Wang et al.6 citations
- MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction ↗Jingheng Ye, Yinghui Li, Yangning Li et al.6 citations
- Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning ↗Yougang Lyu, Jitai Hao, Zihan Wang et al.6 citations
- Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ↗Bang Yang, Fenglin Liu, Zheng Li et al.6 citations
- No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks ↗Sergey Berezin, Reza Farahbakhsh, Noel Crespi6 citations
- Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ↗Ruijie Wang, Baoyu Li, Yichen Lu et al.6 citations
- NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ↗Amir Soleimani, Christof Monz, Marcel Worring6 citations
- On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ↗Chenghao Xiao, Yang Long, Noura Al Moubayed6 citations
- On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ↗Liang Chen, Shuming Ma, Dongdong Zhang et al.6 citations
- Open Information Extraction with Entity Focused Constraints ↗Prajna Upadhyay, Oana Balalau, Ioana Manolescu6 citations
- OpineSum: Entailment-based self-training for abstractive opinion summarization ↗Annie Louis, Joshua Maynez6 citations
- Paper Bullets: Modeling Propaganda with the Help of Metaphor ↗Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov et al.6 citations
- Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ↗Kartikeya Badola, Shachi Dave, Partha Talukdar6 citations
- Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ↗Soyeong Jeong, Jinheon Baek, Sung Ju Hwang et al.6 citations
- Predicting Desirable Revisions of Evidence and Reasoning in Argumentative Writing ↗Tazin Afrin, Diane Litman6 citations
- Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers ↗Jaeyoung Kim, Kyuheon Jung, Dongbin Na et al.6 citations
- PsyAttention: Psychological Attention Model for Personality Detection ↗Baohua Zhang, Yongyi Huang, Wenyao Cui et al.6 citations
- Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding ↗Cesare Spinoso-Di Piano, Samira Rahimi, Jackie Cheung6 citations
- RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering ↗Cunxiang Wang, Haofei Yu, Yue Zhang6 citations
- Reimagining Retrieval Augmented Language Models for Answering Queries ↗Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez et al.6 citations
- Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ↗Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka et al.6 citations
- Responsible AI Considerations in Text Summarization Research: A Review of Current Practices ↗Yu Lu Liu, Meng Cao, Su Lin Blodgett et al.6 citations
- RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification ↗Junjie Ye, Jie Zhou, Junfeng Tian et al.6 citations
- Romanization-based Large-scale Adaptation of Multilingual Language Models ↗Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer et al.6 citations
- SWING: Balancing Coverage and Faithfulness for Dialogue Summarization ↗Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma et al.6 citations
- Scalable Prompt Generation for Semi-supervised Learning with Language Models ↗Yuhang Zhou, Suraj Maharjan, Beiye Liu6 citations
- Schema-adaptable Knowledge Graph Construction ↗Hongbin Ye, Honghao Gui, Xin Xu et al.6 citations
- Self-Evolution Learning for Discriminative Language Model Pretraining ↗Qihuang Zhong, Liang Ding, Juhua Liu et al.6 citations
- Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation ↗Lingzhi Wang, Mrinmaya Sachan, Xingshan Zeng et al.6 citations
- Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ↗Haowei Du, Yansong Feng, Chen Li et al.6 citations
- Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention ↗Yifeng Xie, Zhihong Zhu, Xuxin Cheng et al.6 citations
- The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm GenerationTyler Loakman, Aaron Maladry, Chenghua Lin6 citations · our summary
- The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation ↗Dung Nguyen, Le Nam, Anh Dau et al.6 citations
- Topic and Style-aware Transformer for Multimodal Emotion Recognition ↗Shuwen Qiu, Nitesh Sekhar, Prateek Singhal6 citations
- Transferring General Multimodal Pretrained Models to Text Recognition ↗Junyang Lin, Xuancheng Ren, Yichang Zhang et al.6 citations
- Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI ↗Alexander Leonhardt, Giuseppe Abrami, Daniel Baumartz et al.6 citations
- Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations ↗Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata6 citations
- Unsupervised Keyphrase Extraction via Interpretable Neural Networks ↗Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha et al.6 citations
- Using Collostructional Analysis to evaluate BERT's representation of linguistic constructions ↗Tim Veenboer, Jelke Bloem6 citations
- Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ↗Zhenhailong Wang, Xiaoman Pan, Dian Yu et al.6 citations
- Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning ↗Hui-Chi Kuo, Yun-Nung Chen6 citations
- ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ↗Kaihao Guo, Hang Yu, Cong Liao et al.6 citations
- ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution ↗Ankita Gupta, Marzena Karpinska, Wenlong Zhao et al.6 citations
- A Boundary Offset Prediction Network for Named Entity Recognition ↗Minghao Tang, Yongquan He, Yongxiu Xu et al.5 citations
- A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check ↗Haojing Huang, Jingheng Ye, Qingyu Zhou et al.5 citations
- A Multilingual Dataset of Racial Stereotypes in Social Media Conversational Threads ↗Tom Bourgeade, Alessandra Teresa Cignarella, Simona Frenda et al.5 citations
- A Simple, Yet Effective Approach to Finding Biases in Code Generation ↗Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski5 citations
- A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models ↗Hayeon Lee, Rui Hou, Jongpil Kim et al.5 citations
- Abstractive Document Summarization with Summary-length Prediction ↗Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura5 citations
- AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation ↗Xingshan Zeng, Liangyou Li, Qun Liu5 citations
- Adaptive Attention for Sparse-based Long-sequence Transformer ↗Xuanyu Zhang, Zhepeng Lv, Qing Yang5 citations
- Additive manifesto decomposition: A policy domain aware method for understanding party positioning ↗Tanise Ceron, Dmitry Nikolaev, Sebastian Padó5 citations
- Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions ↗Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy et al.5 citations
- Allies: Prompting Large Language Model with Beam Search ↗Hao Sun, Xiao Liu, Yeyun Gong et al.5 citations
- An Empirical Study of Instruction-tuning Large Language Models in Chinese ↗Qingyi Si, Tong Wang, Zheng Lin et al.5 citations
- An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure ↗Nicolas Devatine, Philippe Muller, Chloé Braud5 citations
- Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering ↗Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara et al.5 citations
- Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ↗Catherine Chen, Zejiang Shen, Dan Klein et al.5 citations
- Argument mining as a multi-hop generative machine reading comprehension task ↗Boyang Liu, Viktor Schlegel, Riza Batista-Navarro et al.5 citations
- AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ↗Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu et al.5 citations
- Bag of Tricks for In-Distribution Calibration of Pretrained Transformers ↗Jaeyoung Kim, Dongbin Na, Sungchul Choi et al.5 citations
- Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning ↗Haeju Lee, Minchan Jeong, Se-Young Yun et al.5 citations
- Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ↗Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco et al.5 citations
- Bidirectional Transformer Reranker for Grammatical Error Correction ↗Ying Zhang, Hidetaka Kamigaito, Manabu Okumura5 citations
- Boosting Event Extraction with Denoised Structure-to-Text Augmentation ↗Bo Wang, Heyan Huang, Xiaochi Wei et al.5 citations
- Boosting Text Augmentation via Hybrid Instance Filtering Framework ↗Heng Yang, Ke Li5 citations
- Bridging Argument Quality and Deliberative Quality Annotations with AdaptersNeele Falk, Gabriella Lapesa5 citations · our summary
- Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models ↗Ilias Stogiannidis, Stavros Vassos, Prodromos Malakasiotis et al.5 citations
- Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !Zecheng Tang, Pinzheng Wang, Keyan Zhou et al.5 citations · our summary
- Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization ↗Md Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan et al.5 citations
- Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization ↗Raghav Jain, Tulika Saha, Jhagrut Lalwani et al.5 citations
- Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ↗Jiazheng Zhu, Shaojuan Wu, Xiaowang Zhang et al.5 citations
- Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning ↗Chujie Zheng, Pei Ke, Zheng Zhang et al.5 citations
- ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery ↗Jinggui Liang, Lizi Liao5 citations
- Co$^2$PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning ↗Xiangjue Dong, Ziwei Zhu, Zhuoer Wang et al.5 citations
- Cross Encoding as Augmentation: Towards Effective Educational Text Classification ↗Hyun Seung Lee, Seungtaek Choi, Yunsung Lee et al.5 citations
- Data Augmentation for Code Translation with Comparable Corpora and Multiple References ↗Yiqing Xie, Atharva Naik, Daniel Fried et al.5 citations
- DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank ↗Henry Peng Zou, Yue Zhou, Weizhi Zhang et al.5 citations
- DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding ↗Thong Nguyen, Xiaobao Wu, Xinshuai Dong et al.5 citations
- DiffuDetox: A Mixed Diffusion Model for Text Detoxification ↗Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya et al.5 citations
- DistillCSE: Distilled Contrastive Learning for Sentence Embeddings ↗Jiahao Xu, Wei Shao, Lihui Chen et al.5 citations
- Distilling Calibrated Knowledge for Stance DetectionYingjie Li, Cornelia Caragea5 citations · our summary
- Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ↗Qianglong Chen, Guohai Xu, Ming Yan et al.5 citations
- Dynamic Stashing Quantization for Efficient Transformer Training ↗Guo Yang, Daniel Lo, Robert Mullins et al.5 citations
- EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation ↗Ying Xiong, Xin Yang, Linjing Liu et al.5 citations
- Enhancing Dialogue Generation with Conversational Concept Flows ↗Siheng Li, Wangjie Jiang, Pengda Si et al.5 citations
- Enhancing Neural Machine Translation with Semantic Units ↗Langlin Huang, Shuhao Gu, Zhuocheng Zhang et al.5 citations
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